rmaphoh
46 lines
3.1 KiB
Markdown
46 lines
3.1 KiB
Markdown
## RETFound - Benckmark data split and model checkpoints
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We provide data split and model checkpoints to facilitate model comparison. Please remember to adjust the data_path, task, and nb_classes for model fine-tuning and evaluation.
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### Data split
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| Dataset | Download Link 1 | Download Link 2 |
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| ------------- | ------------------ |------------------ |
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| APTOS2019 | [Google Drive](https://drive.google.com/file/d/162YPf4OhMVxj9TrQH0GnJv0n7z7gJWpj/view?usp=sharing) | |
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| MESSIDOR2 | [Google Drive](https://drive.google.com/file/d/1vOLBUK9xdzNV8eVkRjVdNrRwhPfaOmda/view?usp=sharing) | |
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| IDRID | [Google Drive](https://drive.google.com/file/d/1c6zexA705z-ANEBNXJOBsk6uCvRnzmr3/view?usp=sharing) | |
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| PAPILA | [Google Drive](https://drive.google.com/file/d/1JltYs7WRWEU0yyki1CQw5-10HEbqCMBE/view?usp=sharing) | |
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| Glaucoma_fundus | [Google Drive](https://drive.google.com/file/d/18vSazOYDsUGdZ64gGkTg3E6jiNtcrUrI/view?usp=sharing) | |
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| JSIEC | [Google Drive](https://drive.google.com/file/d/1q0GFQb-dYwzIx8AwlaFZenUJItix4s8z/view?usp=sharing) | |
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| Retina | [Google Drive](https://drive.google.com/file/d/1vdmjMRDoUm9yk83HMArLiPcLDk_dm92Q/view?usp=sharing) | |
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| OCTID | [Google Drive](https://drive.google.com/file/d/1I7nAvbkJG4UF29J3HcyIW53rVEFcKRgm/view?usp=sharing) | |
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### Model checkpoints
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| Dataset | Download Link 1 | Download Link 2 |
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| ------------- | ------------------ |------------------ |
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| APTOS2019 | [Google Drive](https://drive.google.com/drive/folders/16kL5V-1U7ACc-68PSHjAq6vyXRJvUoq3?usp=sharing) | |
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| MESSIDOR2 | [Google Drive](https://drive.google.com/drive/folders/1OTBRAHNbaytpwzwMHw9SWrltJouEEuxF?usp=sharing) | |
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| IDRID | [Google Drive](https://drive.google.com/drive/folders/18Ml-B7nhejK4rnNG8upjqIARSlMP5kUc?usp=sharing) | |
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| PAPILA | [Google Drive](https://drive.google.com/drive/folders/1cHOX6C4NQVi9B6n-7Bxxg7b4-wdI4c73?usp=sharing) | |
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| Glaucoma_fundus | [Google Drive](https://drive.google.com/drive/folders/10JbanmVxjyX6mghXbxGnGVX1p9nwqsja?usp=sharing) | |
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| JSIEC | [Google Drive](https://drive.google.com/drive/folders/1eosdBXsONUy49cwDO80AOzDHkHiPNJvv?usp=sharing) | |
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| Retina | [Google Drive](https://drive.google.com/drive/folders/1n7mXxN-ZUKauOrAlBAiF2E_36F6f0wZD?usp=sharing) | |
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| OCTID | [Google Drive](https://drive.google.com/drive/folders/14SQdLuIxfkiqz_zmpvNkd9Ka4NTW3Fml?usp=sharing) | |
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### Official websites
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- APTOS2019: https://www.kaggle.com/competitions/aptos2019-blindness-detection/data
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- MESSIDOR2: https://www.adcis.net/en/third-party/messidor2/
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- IDRID: https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid
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- PAPILA: https://figshare.com/articles/dataset/PAPILA/14798004/1
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- Glaucoma_fundus: https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/1YRRAC
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- JSIEC: https://zenodo.org/records/3477553
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- Retina: https://www.kaggle.com/datasets/jr2ngb/cataractdataset
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- OCTID: https://borealisdata.ca/dataverse/OCTID
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